Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides programmatic examples for retrieving the Azure Maps Client ID using PowerShell and Azure CLI, with PowerShell (a Windows-centric tool) presented first and in greater detail. There are no examples for Linux/macOS-native tools (e.g., Bash, REST with curl, or Python SDK). The only explicit programmatic example for Windows is PowerShell, and Azure CLI is cross-platform but is shown after PowerShell. No Linux/macOS-specific patterns or tools are mentioned.
Recommendations
  • Provide Bash/curl examples for retrieving the Client ID and other authentication details.
  • Include Python or other cross-platform SDK examples for authentication tasks.
  • Present Azure CLI examples before PowerShell, or clarify that Azure CLI is cross-platform.
  • Explicitly mention that Azure CLI and REST API calls work on Linux/macOS.
  • Add notes or sections for Linux/macOS users, ensuring parity in programmatic access and tool usage.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets